infinite-dataset-hub/ExpertConstructQueries

--- license: mit tags: - infinite-dataset-hub - synthetic --- # ExpertConstructQueries tags: Expert Knowledge, Text Generation, Construction _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'ExpertConstructQueries' dataset is a curated collection of construction-related questions designed for training machine learning models in the domain of expert knowledge text generation. The dataset includes realistic queries that a user might ask when seeking expert advice in construction, such as material selection, structural integrity, environmental compliance, and innovative design approaches. Each query is paired with a set of labels that indicate the primary area of expertise required to provide an accurate and informative response. The dataset is intended to improve the capability of natural language processing systems to generate text that is contextually relevant and aligned with professional expertise in the construction industry. **CSV Content Preview:** ``` id,query,label 1,"What are the most environmentally sustainable building materials currently available?",EnvironmentalSustainability 2,"How can I ensure the structural integrity of a multi-story building in an earthquake-prone area?",StructuralIntegrity 3,"What are the best practices for waterproofing a basement in a humid climate?",WaterproofingBestPractices 4,"Can you suggest innovative design approaches for maximizing natural light in small residential spaces?",DesignInnovation 5,"What are the regulations for obtaining a building permit in urban areas?",BuildingPermitRegulations ``` **Source of the data:** The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=ExpertConstructQueries&tags=Expert+Knowledge,+Text+Generation,+Construction - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub许可证：MIT许可证 标签： - 无限数据集中心（infinite-dataset-hub） - 合成数据集 # 专家构建查询集（ExpertConstructQueries） 标签：专家知识、文本生成、建筑工程 注：本数据集由人工智能生成，其内容可能存在不准确或虚假信息 **数据集描述：** 「专家构建查询集（ExpertConstructQueries）」是一组经过精心甄选的建筑相关查询集合，专为训练面向专家知识文本生成领域的机器学习模型而打造。本数据集涵盖了用户在寻求建筑领域专家咨询时可能提出的真实问题，涵盖材料选型、结构完整性、环境合规性以及创新设计方法等多个方向。每条查询均配有一组标签，用于标注生成准确且内容详实的答复所需的核心专业领域。本数据集旨在提升自然语言处理系统生成契合建筑行业专业知识、且上下文相关的文本的能力。 **CSV内容预览：** id,query,label 1,"当前可使用的最具环境可持续性的建筑材料有哪些？","环境可持续性（EnvironmentalSustainability）" 2,"如何确保地震多发地区多层建筑的结构完整性？","结构完整性（StructuralIntegrity）" 3,"在潮湿气候环境下，地下室防水的最佳实践是什么？","防水最佳实践（WaterproofingBestPractices）" 4,"能否为小型住宅空间提出最大化利用自然光的创新设计方案？","设计创新（DesignInnovation）" 5,"城市地区获取建筑许可的相关规定有哪些？","建筑许可规定（BuildingPermitRegulations）" **数据集来源：** 本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)以及microsoft/Phi-3-mini-4k-instruct模型生成，相关信息如下： - **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=ExpertConstructQueries&tags=Expert+Knowledge,+Text+Generation,+Construction - **所用模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub